def testClientSpecificPrecompute(self):
        for email in self.testUsers:
            currUser = User.fromEmail(email)
            self.assertEqual(currUser.getProfile().get("testfield1"), None)
            self.assertEqual(currUser.getProfile().get("testfield2"), None)
            self.assertEqual(data.getCarbonFootprint(currUser), None)

        fakeEmail = "*****@*****.**"

        client = Client("testclient")
        client.update(createKey = False)
        emission.tests.common.makeValid(client)

        (resultPre, resultReg) = client.preRegister("this_is_the_super_secret_id", fakeEmail)
        user = User.fromEmail(fakeEmail)
        self.assertEqual(user.getFirstStudy(), 'testclient')

        self.pr.precomputeResults()

        self.assertEqual(user.getProfile()['testfield1'], 'value1')
        self.assertEqual(user.getProfile()['testfield2'], 'value2')

        for email in self.testUsers:
            if email != fakeEmail:
                currUser = User.fromEmail(email)

                carbonFootprint = data.getCarbonFootprint(currUser)
                self.assertEqual(len(carbonFootprint), 12)
  def testQueryUnclassifiedSectionsLowConfidence(self):

    fakeEmail = "*****@*****.**"

    client = Client("testclient")
    client.update(createKey = False)
    emission.tests.common.makeValid(client)

    (resultPre, resultReg) = client.preRegister("this_is_the_super_secret_id", fakeEmail)
    self.assertEqual(resultPre, 0)
    self.assertEqual(resultReg, 1)

    user = User.fromEmail(fakeEmail)
    self.assertEqual(user.getFirstStudy(), 'testclient')

    queriedUnclassifiedSections = tripManager.queryUnclassifiedSections(User.fromEmail(fakeEmail).uuid)
    self.assertEqual(queriedUnclassifiedSections.count(), 2)

    # Set the auto_confirmed values for the trips
    for section in queriedUnclassifiedSections:
      print section['_id']
      self.SectionsColl.update({'_id': section['_id']}, {'test_auto_confirmed': {'mode': section['mode'], 'prob': 0.95}})

    # Now, set the update timestamp to two weeks ago so that we will start filtering
    emission.tests.common.updateUserCreateTime(user.uuid)
    queriedUnclassifiedSections = tripManager.queryUnclassifiedSections(User.fromEmail(fakeEmail).uuid)
    self.assertEqual(queriedUnclassifiedSections.count(), 0)
Esempio n. 3
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    def __preRegister(self, userEmail):
        from emission.core.wrapper.user import User
        from emission.analysis.result import userclient

        if User.isRegistered(userEmail):
            User.fromEmail(userEmail).setStudy(self.clientName)
        else:
            pendingDoc = {
                'user_email': userEmail,
                'study': self.clientName,
                'last_update': datetime.now()
            }
            # Should I do insert or upsert here? If a user has pre-registered for one
            # study and then pre-registers for another study before registering, do we
            # want to throw an error or just update silently?
            # Update silently for now
            writeResult = get_pending_signup_db().update(
                {'user_email': userEmail}, pendingDoc, upsert=True)
            print 'in __preRegister, writeResult = %s' % writeResult
            if 'err' in writeResult and writeResult['err'] is not None:
                e = Exception()
                e.code = writeResult['err'][0]["code"]
                e.msg = writeResult['err'][0]["errmsg"]
                raise e
        return (get_pending_signup_db().find({
            'study': self.clientName
        }).count(), userclient.countForStudy(self.clientName))
  def testQueryUnclassifiedSectionsWeekAgo(self):
    # Add some old sections that shouldn't be returned by the query
    # This one is just over a week old
    old_sec_1 = self.SectionsColl.find_one({'$and': [{'user_id': User.fromEmail('*****@*****.**').uuid}, {'type':'move'}, {'mode':1}]})
    old_sec_1['_id'] = 'old_sec_1'
    old_sec_1['section_start_datetime'] = self.weekago - timedelta(minutes = 30)
    old_sec_1['section_end_datetime'] = self.weekago - timedelta(minutes = 5)
    logging.debug("Inserting old_sec_1 %s" % old_sec_1)
    self.SectionsColl.insert(old_sec_1)

    # This one is a month old
    monthago = self.now - timedelta(days = 30)
    old_sec_2 = self.SectionsColl.find_one({'$and': [{'user_id':User.fromEmail('*****@*****.**').uuid}, {'type':'move'}, {'mode':4}]})
    old_sec_2['_id'] = 'old_sec_2'
    old_sec_2['section_start_datetime'] = monthago - timedelta(minutes = 30)
    old_sec_2['section_end_datetime'] = monthago - timedelta(minutes = 5)
    logging.debug("Inserting old_sec_2 %s" % old_sec_2)
    self.SectionsColl.insert(old_sec_2)

    # This one is missing the predicted mode
    monthago = self.now - timedelta(days = 30)
    un_pred_sec = self.SectionsColl.find_one({'$and': [{'user_id':User.fromEmail('*****@*****.**').uuid}, {'type':'move'}, {'mode':4}]})
    un_pred_sec['_id'] = 'un_pred_sec'
    del un_pred_sec['predicted_mode']
    logging.debug("Inserting un_pred_sec %s" % un_pred_sec)
    self.SectionsColl.insert(un_pred_sec)

    queriedUnclassifiedSections = tripManager.queryUnclassifiedSections(User.fromEmail('*****@*****.**').uuid)
    self.assertEqual(queriedUnclassifiedSections.count(), 2)
Esempio n. 5
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    def testClientSpecificPrecompute(self):
        for email in self.testUsers:
            currUser = User.fromEmail(email)
            self.assertEqual(currUser.getProfile().get("testfield1"), None)
            self.assertEqual(currUser.getProfile().get("testfield2"), None)
            self.assertEqual(data.getCarbonFootprint(currUser), None)

        fakeEmail = "*****@*****.**"

        client = Client("testclient")
        client.update(createKey=False)
        emission.tests.common.makeValid(client)

        (resultPre,
         resultReg) = client.preRegister("this_is_the_super_secret_id",
                                         fakeEmail)
        user = User.fromEmail(fakeEmail)
        self.assertEqual(user.getFirstStudy(), 'testclient')

        self.pr.precomputeResults()

        self.assertEqual(user.getProfile()['testfield1'], 'value1')
        self.assertEqual(user.getProfile()['testfield2'], 'value2')

        for email in self.testUsers:
            if email != fakeEmail:
                currUser = User.fromEmail(email)

                carbonFootprint = data.getCarbonFootprint(currUser)
                self.assertEqual(len(carbonFootprint), 12)
Esempio n. 6
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    def testQueryUnclassifiedSectionsWeekAgo(self):
        # Add some old sections that shouldn't be returned by the query
        # This one is just over a week old
        old_sec_1 = self.SectionsColl.find_one({
            '$and': [{
                'user_id': User.fromEmail('*****@*****.**').uuid
            }, {
                'type': 'move'
            }, {
                'mode': 1
            }]
        })
        old_sec_1['_id'] = 'old_sec_1'
        old_sec_1['section_start_datetime'] = self.weekago - timedelta(
            minutes=30)
        old_sec_1['section_end_datetime'] = self.weekago - timedelta(minutes=5)
        logging.debug("Inserting old_sec_1 %s" % old_sec_1)
        self.SectionsColl.insert(old_sec_1)

        # This one is a month old
        monthago = self.now - timedelta(days=30)
        old_sec_2 = self.SectionsColl.find_one({
            '$and': [{
                'user_id': User.fromEmail('*****@*****.**').uuid
            }, {
                'type': 'move'
            }, {
                'mode': 4
            }]
        })
        old_sec_2['_id'] = 'old_sec_2'
        old_sec_2['section_start_datetime'] = monthago - timedelta(minutes=30)
        old_sec_2['section_end_datetime'] = monthago - timedelta(minutes=5)
        logging.debug("Inserting old_sec_2 %s" % old_sec_2)
        self.SectionsColl.insert(old_sec_2)

        # This one is missing the predicted mode
        monthago = self.now - timedelta(days=30)
        un_pred_sec = self.SectionsColl.find_one({
            '$and': [{
                'user_id': User.fromEmail('*****@*****.**').uuid
            }, {
                'type': 'move'
            }, {
                'mode': 4
            }]
        })
        un_pred_sec['_id'] = 'un_pred_sec'
        del un_pred_sec['predicted_mode']
        logging.debug("Inserting un_pred_sec %s" % un_pred_sec)
        self.SectionsColl.insert(un_pred_sec)

        queriedUnclassifiedSections = tripManager.queryUnclassifiedSections(
            User.fromEmail('*****@*****.**').uuid)
        self.assertEqual(queriedUnclassifiedSections.count(), 2)
Esempio n. 7
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  def testSavePredictionsStepWithClient(self):
    from emission.core.wrapper.user import User

    fakeEmail = "*****@*****.**"

    client = Client("testclient")
    client.update(createKey = False)
    etc.makeValid(client)

    (resultPre, resultReg) = client.preRegister("this_is_the_super_secret_id", fakeEmail)
    self.assertEqual(resultPre, 0)
    self.assertEqual(resultReg, 1)

    user = User.fromEmail(fakeEmail)
    self.assertEqual(user.getFirstStudy(), 'testclient')

    self.testPredictedProb()
    self.pipeline.savePredictionsStep()
    # Confirm that the predictions are saved correctly

    test_id_1_sec = self.SectionsColl.find_one({'_id': 'test_id_1'})
    self.assertIsNotNone(test_id_1_sec['predicted_mode'])
    self.assertEquals(test_id_1_sec['predicted_mode'], {'walking': 1})
    self.assertEquals(test_id_1_sec['test_auto_confirmed'], {'mode': 1, 'prob': 1.0})

    test_id_2_sec = self.SectionsColl.find_one({'_id': 'test_id_2'})
    self.assertIsNotNone(test_id_2_sec['predicted_mode'])
    self.assertEquals(test_id_2_sec['predicted_mode'], {'bus': 1})
    self.assertEquals(test_id_2_sec['test_auto_confirmed'], {'mode': 5, 'prob': 1.0})

    # Let's make sure that we didn't accidentally mess up other fields
    self.assertIsNotNone(test_id_1_sec['distance'])
    self.assertIsNotNone(test_id_2_sec['trip_id'])
  def testSavePredictionsStepWithClient(self):
    from emission.core.wrapper.user import User

    fakeEmail = "*****@*****.**"

    client = Client("testclient")
    client.update(createKey = False)
    emission.tests.common.makeValid(client)

    (resultPre, resultReg) = client.preRegister("this_is_the_super_secret_id", fakeEmail)
    self.assertEqual(resultPre, 0)
    self.assertEqual(resultReg, 1)

    user = User.fromEmail(fakeEmail)
    self.assertEqual(user.getFirstStudy(), 'testclient')

    self.testPredictedProb()
    self.pipeline.savePredictionsStep()
    # Confirm that the predictions are saved correctly

    test_id_1_sec = self.SectionsColl.find_one({'_id': 'test_id_1'})
    self.assertIsNotNone(test_id_1_sec['predicted_mode'])
    self.assertEquals(test_id_1_sec['predicted_mode'], {'walking': 1})
    self.assertEquals(test_id_1_sec['test_auto_confirmed'], {'mode': 1, 'prob': 1.0})

    test_id_2_sec = self.SectionsColl.find_one({'_id': 'test_id_2'})
    self.assertIsNotNone(test_id_2_sec['predicted_mode'])
    self.assertEquals(test_id_2_sec['predicted_mode'], {'bus': 1})
    self.assertEquals(test_id_2_sec['test_auto_confirmed'], {'mode': 5, 'prob': 1.0})

    # Let's make sure that we didn't accidentally mess up other fields
    self.assertIsNotNone(test_id_1_sec['distance'])
    self.assertIsNotNone(test_id_2_sec['trip_id'])
Esempio n. 9
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    def setUp(self):
        self.testUsers = [
            "*****@*****.**", "*****@*****.**", "*****@*****.**",
            "*****@*****.**", "*****@*****.**"
        ]
        self.serverName = edb.url

        self.ModesColl = get_mode_db()
        self.SectionsColl = get_section_db()

        # Let's make sure that the users are registered so that they have profiles
        user_objects = []
        for userEmail in self.testUsers:
            user_objects.append(User.register(userEmail))

        # Sometimes, we may have entries left behind in the database if one of the tests failed
        # or threw an exception, so let us start by cleaning up all entries
        for testUser in user_objects:
            etc.purgeSectionData(self.SectionsColl, testUser.uuid)

        if self.ModesColl.estimated_document_count() > 0:
            self.ModesColl.delete_many({})

        self.assertEqual(self.ModesColl.estimated_document_count(), 0)

        self.assertEqual(self.SectionsColl.estimated_document_count(), 0)

        MongoClient(edb.url).drop_database("Backup_database")

        etc.loadTable(self.serverName, "Stage_Modes",
                      "emission/tests/data/modes.json")
        etc.loadTable(self.serverName, "Stage_Sections",
                      "emission/tests/data/testModeInferSeedFile")

        self.now = datetime.now()
        self.dayago = self.now - timedelta(days=1)
        self.weekago = self.now - timedelta(weeks=1)

        for section in self.SectionsColl.find():
            section['section_start_datetime'] = self.dayago
            section['section_end_datetime'] = self.dayago + timedelta(hours=1)
            if (section['confirmed_mode'] == 5):
                # We only cluster bus and train trips
                # And our test data only has bus trips
                section['section_start_point'] = {
                    u'type': u'Point',
                    u'coordinates': [-122.270039042, 37.8800285728]
                }
                section['section_end_point'] = {
                    u'type': u'Point',
                    u'coordinates': [-122.2690412952, 37.8739578595]
                }
            # print("Section start = %s, section end = %s" %
            #   (section['section_start_datetime'], section['section_end_datetime']))
            # Replace the user email with the UUID
            section['user_id'] = User.fromEmail(section['user_id']).uuid
            edb.save(self.SectionsColl, section)

        self.pipeline = pipeline.ModeInferencePipelineMovesFormat()
        self.testLoadTrainingData()
Esempio n. 10
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    def testGetUnclassifiedSectionsFiltered(self):
        """
    Tests that queryUnclassifiedSections never returns 
    a section with section['retained'] == False. A section is only returned if 
    section['retained'] == True  and all other query conditions are met    
    """
        # Clear previous Stage_Sections data and load new data
        # specific to filtering
        self.SectionsColl.remove()
        emission.tests.common.loadTable(self.serverName, "Stage_Sections",
                                        "emission/tests/data/testFilterFile")
        emission.tests.common.updateSections(self)
        # Extra updates to Sections necessary for testing filtering
        for section in self.SectionsColl.find():
            section['section_start_point'] = "filler start point"
            section['section_end_point'] = "filler end point"
            self.SectionsColl.save(section)

        fakeEmail = "*****@*****.**"

        client = Client("testclient")
        client.update(createKey=False)
        emission.tests.common.makeValid(client)

        (resultPre,
         resultReg) = client.preRegister("this_is_the_super_secret_id",
                                         fakeEmail)
        self.assertEqual(resultPre, 0)
        self.assertEqual(resultReg, 1)

        user = User.fromEmail(fakeEmail)
        self.assertEqual(user.getFirstStudy(), 'testclient')

        unclassifiedSections = tripManager.getUnclassifiedSections(
            User.fromEmail(fakeEmail).uuid)['sections']
        # Check that of the valid sections in the testFilterFile (2/3), only one of them is returned by the query
        self.assertEqual(len(unclassifiedSections), 1)
        # Check that the second entry in the testFilterFile is the only section
        # that is loaded into the database
        self.assertEqual('20140401T095742-0700',
                         unclassifiedSections[0]['trip_id'])
def register_user(userEmail):
    """
        Does some sanity checking and then registers the user with the specified email address.
        This is useful for testing.
    """
    if User.fromEmail(userEmail) is not None:
        raise RuntimeError("User with email %s already exists" % userEmail)
    
    userObj = User.register(userEmail)
    
    print "Registration successful!"
    print "User profile is %s" % userObj.getProfile();
Esempio n. 12
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def register_user(userEmail):
    """
        Does some sanity checking and then registers the user with the specified email address.
        This is useful for testing.
    """
    if User.fromEmail(userEmail) is not None:
        raise RuntimeError("User with email %s already exists" % userEmail)

    userObj = User.register(userEmail)

    print "Registration successful!"
    print "User profile is %s" % userObj.getProfile()
Esempio n. 13
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    def setUp(self):
        self.testUsers = [
            "*****@*****.**", "*****@*****.**", "*****@*****.**",
            "*****@*****.**", "*****@*****.**"
        ]
        self.serverName = 'localhost'

        # Sometimes, we may have entries left behind in the database if one of the tests failed
        # or threw an exception, so let us start by cleaning up all entries
        emission.tests.common.dropAllCollections(get_db())

        self.ModesColl = get_mode_db()
        self.assertEquals(self.ModesColl.find().count(), 0)

        self.SectionsColl = get_section_db()
        self.assertEquals(self.SectionsColl.find().count(), 0)

        emission.tests.common.loadTable(self.serverName, "Stage_Modes",
                                        "emission/tests/data/modes.json")
        emission.tests.common.loadTable(
            self.serverName, "Stage_Sections",
            "emission/tests/data/testModeInferFile")

        # Let's make sure that the users are registered so that they have profiles
        for userEmail in self.testUsers:
            User.register(userEmail)

        self.now = datetime.now()
        self.dayago = self.now - timedelta(days=1)
        self.weekago = self.now - timedelta(weeks=1)

        for section in self.SectionsColl.find():
            section['section_start_datetime'] = self.dayago
            section['section_end_datetime'] = self.dayago + timedelta(hours=1)
            if (section['confirmed_mode'] == 5):
                # We only cluster bus and train trips
                # And our test data only has bus trips
                section['section_start_point'] = {
                    u'type': u'Point',
                    u'coordinates': [-122.270039042, 37.8800285728]
                }
                section['section_end_point'] = {
                    u'type': u'Point',
                    u'coordinates': [-122.2690412952, 37.8739578595]
                }
            # print("Section start = %s, section end = %s" %
            #   (section['section_start_datetime'], section['section_end_datetime']))
            # Replace the user email with the UUID
            section['user_id'] = User.fromEmail(section['user_id']).uuid
            self.SectionsColl.save(section)

        self.pipeline = pipeline.ModeInferencePipeline()
        self.testLoadTrainingData()
Esempio n. 14
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  def testGetFirstStudy(self):
    user = User.register('*****@*****.**')
    self.assertTrue(User.isRegistered('*****@*****.**'))

    client = Client("testclient")
    client.update(createKey = False)
    common.makeValid(client)

    (resultPre, resultReg) = client.preRegister("this_is_the_super_secret_id", "*****@*****.**")
    self.assertEqual(resultPre, 0)
    self.assertEqual(resultReg, 1)

    user = User.fromEmail('*****@*****.**')
    self.assertEqual(user.getFirstStudy(), 'testclient')
Esempio n. 15
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  def testGetFirstStudy(self):
    user = User.register('*****@*****.**')
    self.assertTrue(User.isRegistered('*****@*****.**'))

    client = Client("testclient")
    client.update(createKey = False)
    common.makeValid(client)

    (resultPre, resultReg) = client.preRegister("this_is_the_super_secret_id", "*****@*****.**")
    self.assertEqual(resultPre, 0)
    self.assertEqual(resultReg, 1)

    user = User.fromEmail('*****@*****.**')
    self.assertEqual(user.getFirstStudy(), 'testclient')
  def testGetUnclassifiedSectionsFiltered(self):
    """
    Tests that queryUnclassifiedSections never returns 
    a section with section['retained'] == False. A section is only returned if 
    section['retained'] == True  and all other query conditions are met    
    """
    # Clear previous Stage_Sections data and load new data
    # specific to filtering
    self.SectionsColl.remove()
    emission.tests.common.loadTable(self.serverName, "Stage_Sections", "emission/tests/data/testFilterFile")   
    emission.tests.common.updateSections(self) 
    # Extra updates to Sections necessary for testing filtering
    for section in self.SectionsColl.find():
      section['section_start_point'] = "filler start point"
      section['section_end_point'] = "filler end point"   
      self.SectionsColl.save(section)

    fakeEmail = "*****@*****.**"

    client = Client("testclient")
    client.update(createKey = False)
    emission.tests.common.makeValid(client)

    (resultPre, resultReg) = client.preRegister("this_is_the_super_secret_id", fakeEmail)
    self.assertEqual(resultPre, 0)
    self.assertEqual(resultReg, 1)

    user = User.fromEmail(fakeEmail)
    self.assertEqual(user.getFirstStudy(), 'testclient')

    unclassifiedSections = tripManager.getUnclassifiedSections(User.fromEmail(fakeEmail).uuid)['sections']
    # Check that of the valid sections in the testFilterFile (2/3), only one of them is returned by the query
    self.assertEqual(len(unclassifiedSections), 1)
    # Check that the second entry in the testFilterFile is the only section 
    # that is loaded into the database
    self.assertEqual('20140401T095742-0700',unclassifiedSections[0]['trip_id'])                     
Esempio n. 17
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    def testQueryUnclassifiedSectionsLowConfidence(self):

        fakeEmail = "*****@*****.**"

        client = Client("testclient")
        client.update(createKey=False)
        emission.tests.common.makeValid(client)

        (resultPre,
         resultReg) = client.preRegister("this_is_the_super_secret_id",
                                         fakeEmail)
        self.assertEqual(resultPre, 0)
        self.assertEqual(resultReg, 1)

        user = User.fromEmail(fakeEmail)
        self.assertEqual(user.getFirstStudy(), 'testclient')

        queriedUnclassifiedSections = tripManager.queryUnclassifiedSections(
            User.fromEmail(fakeEmail).uuid)
        self.assertEqual(queriedUnclassifiedSections.count(), 2)

        # Set the auto_confirmed values for the trips
        for section in queriedUnclassifiedSections:
            print section['_id']
            self.SectionsColl.update({'_id': section['_id']}, {
                'test_auto_confirmed': {
                    'mode': section['mode'],
                    'prob': 0.95
                }
            })

        # Now, set the update timestamp to two weeks ago so that we will start filtering
        emission.tests.common.updateUserCreateTime(user.uuid)
        queriedUnclassifiedSections = tripManager.queryUnclassifiedSections(
            User.fromEmail(fakeEmail).uuid)
        self.assertEqual(queriedUnclassifiedSections.count(), 0)
Esempio n. 18
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  def __preRegister(self, userEmail):
    from emission.core.wrapper.user import User
    from emission.analysis.result import userclient

    if User.isRegistered(userEmail):
      User.fromEmail(userEmail).setStudy(self.clientName)
    else:
      pendingDoc = {
        'user_email': userEmail,
        'study': self.clientName,
        'last_update': datetime.now()}
      # Should I do insert or upsert here? If a user has pre-registered for one
      # study and then pre-registers for another study before registering, do we
      # want to throw an error or just update silently?
      # Update silently for now
      writeResult = get_pending_signup_db().update({'user_email': userEmail}, pendingDoc, upsert=True)
      print 'in __preRegister, writeResult = %s' % writeResult
      if 'err' in writeResult and writeResult['err'] is not None:
        e = Exception()
        e.code = writeResult['err'][0]["code"]
        e.msg = writeResult['err'][0]["errmsg"]
        raise e
    return (get_pending_signup_db().find({'study': self.clientName}).count(),
            userclient.countForStudy(self.clientName))
    def setUp(self):
        self.testUsers = [
            "*****@*****.**",
            "*****@*****.**",
            "*****@*****.**",
            "*****@*****.**",
            "*****@*****.**",
        ]
        self.serverName = "localhost"

        # Sometimes, we may have entries left behind in the database if one of the tests failed
        # or threw an exception, so let us start by cleaning up all entries
        emission.tests.common.dropAllCollections(get_db())

        self.ModesColl = get_mode_db()
        self.assertEquals(self.ModesColl.find().count(), 0)

        self.SectionsColl = get_section_db()
        self.assertEquals(self.SectionsColl.find().count(), 0)

        emission.tests.common.loadTable(self.serverName, "Stage_Modes", "emission/tests/data/modes.json")
        emission.tests.common.loadTable(self.serverName, "Stage_Sections", "emission/tests/data/testModeInferFile")

        # Let's make sure that the users are registered so that they have profiles
        for userEmail in self.testUsers:
            User.register(userEmail)

        self.now = datetime.now()
        self.dayago = self.now - timedelta(days=1)
        self.weekago = self.now - timedelta(weeks=1)

        for section in self.SectionsColl.find():
            section["section_start_datetime"] = self.dayago
            section["section_end_datetime"] = self.dayago + timedelta(hours=1)
            if section["confirmed_mode"] == 5:
                # We only cluster bus and train trips
                # And our test data only has bus trips
                section["section_start_point"] = {u"type": u"Point", u"coordinates": [-122.270039042, 37.8800285728]}
                section["section_end_point"] = {u"type": u"Point", u"coordinates": [-122.2690412952, 37.8739578595]}
            # print("Section start = %s, section end = %s" %
            #   (section['section_start_datetime'], section['section_end_datetime']))
            # Replace the user email with the UUID
            section["user_id"] = User.fromEmail(section["user_id"]).uuid
            self.SectionsColl.save(section)

        self.pipeline = pipeline.ModeInferencePipeline()
        self.testLoadTrainingData()
Esempio n. 20
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def updateSections(testCase):
    from emission.core.wrapper.user import User
    """
    Updates sections with appropriate test data
    Should be called anytime new data is loaded into the
    'Stage_Sections' table
    """
    testCase.uuid_list = []
    for section in testCase.SectionsColl.find():
      section['section_start_datetime'] = testCase.dayago
      section['section_end_datetime'] = testCase.dayago + timedelta(hours = 1)
      section['predicted_mode'] = [0, 0.4, 0.6, 0]
      section['confirmed_mode'] = ''
      # Replace the user email with the UUID
      curr_uuid = User.fromEmail(section['user_id']).uuid
      section['user_id'] = curr_uuid
      testCase.uuid_list.append(curr_uuid)
      testCase.SectionsColl.save(section)
Esempio n. 21
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  def testRegisterExistingUser(self):
    user = User.register('*****@*****.**')
    self.assertEquals(user.getStudy(), [])
    
    client = Client("testclient")
    client.update(createKey = False)
    common.makeValid(client)

    (resultPre, resultReg) = client.preRegister("this_is_the_super_secret_id", "*****@*****.**")
    self.assertEqual(resultPre, 0)
    self.assertEqual(resultReg, 1)

    user = User.fromEmail("*****@*****.**")
    self.assertEquals(user.getStudy(), ['testclient'])

    # Here's the key difference, now register again
    user = User.register('*****@*****.**')
    self.assertEquals(user.getStudy(), ['testclient'])
Esempio n. 22
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  def testRegisterExistingUser(self):
    user = User.register('*****@*****.**')
    self.assertEquals(user.getStudy(), [])
    
    client = Client("testclient")
    client.update(createKey = False)
    common.makeValid(client)

    (resultPre, resultReg) = client.preRegister("this_is_the_super_secret_id", "*****@*****.**")
    self.assertEqual(resultPre, 0)
    self.assertEqual(resultReg, 1)

    user = User.fromEmail("*****@*****.**")
    self.assertEquals(user.getStudy(), ['testclient'])

    # Here's the key difference, now register again
    user = User.register('*****@*****.**')
    self.assertEquals(user.getStudy(), ['testclient'])
  def testStoreSensedTrips(self):
    fakeEmail = "*****@*****.**"
    fakeUUID = User.fromEmail(fakeEmail).uuid

    trip_array = json.load(open("emission/tests/data/sensed_trips.json"))
    self.assertEqual(len(trip_array), 2)
    tripManager.storeSensedTrips(fakeUUID, trip_array)
    insertedTrips = [trip for trip in get_trip_db().find({"user_id": fakeUUID})]
    # We load two sections for each user in the setup. Here we only want to
    # look at sections that we added here. We distinguish between the two by looking
    # to see whether the predicted mode exists
    insertedSections = [section for section in get_section_db().find({"$and":
        [{"user_id": fakeUUID}, {"predicted_mode": {"$exists": False}}]})]
    # insertedSections = [section["predicted_mode"] for section in get_section_db().find({"user_id": fakeUUID})]

    self.assertEqual(len(insertedTrips), 2)

    self.assertEqual(insertedTrips[0]["type"], "place")
    self.assertEqual(insertedTrips[0]["trip_start_time"], "20150101T000153-0500")
    # self.assertEqual(insertedTrips[0]["trip_start_datetime"], datetime(2014,12,31,17,31,52))
    self.assertEqual(insertedTrips[0]["trip_end_time"], "20150102T000252-0500")
    # self.assertEqual(insertedTrips[0]["trip_end_datetime"], datetime(2015,01,02,04,01,51))

    startPlaceLocation = insertedTrips[0]["place"]["place_location"]
    self.assertEqual(startPlaceLocation["coordinates"], [-122.086945, 37.380866])

    self.assertEqual(insertedTrips[1]["type"], "move")
    self.assertEqual(insertedTrips[1]["trip_start_time"], "20150102T000252-0500")
    self.assertEqual(insertedTrips[1]["trip_end_time"], "20150102T000252-0500")

    self.assertEqual(len(insertedSections), 2)
    walkingSection = insertedSections[0]
    walkingTrackPointArray = insertedSections[0]["track_points"]

    self.assertEqual(walkingSection["section_start_time"], "20150102T000252-0500")
    self.assertEqual(walkingSection["section_end_time"], "20150102T000253-0500")
    self.assertEqual(walkingSection["duration"], 180631)
    self.assertAlmostEqual(walkingSection["distance"], 1311.125, places=2)

    self.assertEqual(len(walkingTrackPointArray), 7)
    self.assertEqual(walkingTrackPointArray[0]["track_location"]["coordinates"], [-122.086945, 37.380866])
Esempio n. 24
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    def testStoreSensedTrips(self):
        fakeEmail = "*****@*****.**"
        fakeUUID = User.fromEmail(fakeEmail).uuid

        trip_array = json.load(open("emission/tests/data/sensed_trips.json"))
        self.assertEqual(len(trip_array), 2)
        tripManager.storeSensedTrips(fakeUUID, trip_array)
        insertedTrips = [
            trip for trip in get_trip_db().find({"user_id": fakeUUID})
        ]
        # We load two sections for each user in the setup. Here we only want to
        # look at sections that we added here. We distinguish between the two by looking
        # to see whether the predicted mode exists
        insertedSections = [
            section for section in get_section_db().find({
                "$and": [{
                    "user_id": fakeUUID
                }, {
                    "predicted_mode": {
                        "$exists": False
                    }
                }]
            })
        ]
        # insertedSections = [section["predicted_mode"] for section in get_section_db().find({"user_id": fakeUUID})]

        self.assertEqual(len(insertedTrips), 2)

        self.assertEqual(insertedTrips[0]["type"], "place")
        self.assertEqual(insertedTrips[0]["trip_start_time"],
                         "20150101T000153-0500")
        # self.assertEqual(insertedTrips[0]["trip_start_datetime"], datetime(2014,12,31,17,31,52))
        self.assertEqual(insertedTrips[0]["trip_end_time"],
                         "20150102T000252-0500")
        # self.assertEqual(insertedTrips[0]["trip_end_datetime"], datetime(2015,01,02,04,01,51))

        startPlaceLocation = insertedTrips[0]["place"]["place_location"]
        self.assertEqual(startPlaceLocation["coordinates"],
                         [-122.086945, 37.380866])

        self.assertEqual(insertedTrips[1]["type"], "move")
        self.assertEqual(insertedTrips[1]["trip_start_time"],
                         "20150102T000252-0500")
        self.assertEqual(insertedTrips[1]["trip_end_time"],
                         "20150102T000252-0500")

        self.assertEqual(len(insertedSections), 2)
        walkingSection = insertedSections[0]
        walkingTrackPointArray = insertedSections[0]["track_points"]

        self.assertEqual(walkingSection["section_start_time"],
                         "20150102T000252-0500")
        self.assertEqual(walkingSection["section_end_time"],
                         "20150102T000253-0500")
        self.assertEqual(walkingSection["duration"], 180631)
        self.assertAlmostEqual(walkingSection["distance"], 1311.125, places=2)

        self.assertEqual(len(walkingTrackPointArray), 7)
        self.assertEqual(
            walkingTrackPointArray[0]["track_location"]["coordinates"],
            [-122.086945, 37.380866])
Esempio n. 25
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def __getUUIDFromEmail__(userEmail):
    user = User.fromEmail(userEmail)
    if user is None:
        return None
    user_uuid = user.uuid
    return user_uuid
Esempio n. 26
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def __getUUIDFromEmail__(userEmail):
    user=User.fromEmail(userEmail)
    if user is None:
      return None
    user_uuid=user.uuid
    return user_uuid